| Number of Variables | 22 |
|---|---|
| Number of Rows | 2413 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 400.6 KB |
| Average Row Size in Memory | 170.0 B |
| Variable Types |
|
| Thinness_10_to_19_years_Winsorized and Thinness_5_to_9_years_Winsorized have similar distributions | Similar Distribution |
|---|---|
| Infant_deaths is skewed | Skewed |
| Alcohol_Winsorized is skewed | Skewed |
| log_Percentage_expenditure is skewed | Skewed |
| HepatitisB_Winsorized is skewed | Skewed |
| Measles is skewed | Skewed |
| Under_five_deaths is skewed | Skewed |
| Polio_Winsorized is skewed | Skewed |
| Diphtheria_Winsorized is skewed | Skewed |
| log_Population is skewed | Skewed |
| HIV_AIDS_Winsorized has constant length 3 | Constant Length |
|---|---|
| Status_Developed has constant length 1 | Constant Length |
| Status_Developing has constant length 1 | Constant Length |
| Infant_deaths has 843 (34.94%) zeros | Zeros |
| log_Percentage_expenditure has 502 (20.8%) zeros | Zeros |
| Measles has 983 (40.74%) zeros | Zeros |
| Under_five_deaths has 780 (32.32%) zeros | Zeros |
numerical
| Approximate Distinct Count | 16 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 37.7 KB |
| Mean | 2007.8036 |
| Minimum | 2000 |
| Maximum | 2015 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 2000 |
|---|---|
| 5-th Percentile | 2000 |
| Q1 | 2004 |
| Median | 2008 |
| Q3 | 2012 |
| 95-th Percentile | 2015 |
| Maximum | 2015 |
| Range | 15 |
| IQR | 8 |
| Mean | 2007.8036 |
|---|---|
| Standard Deviation | 4.5246 |
| Variance | 20.4722 |
| Sum | 4.8448e+06 |
| Skewness | -0.06557 |
| Kurtosis | -1.1568 |
| Coefficient of Variation | 0.002254 |
numerical
| Approximate Distinct Count | 288 |
|---|---|
| Approximate Unique (%) | 11.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 37.7 KB |
| Mean | 70.7152 |
| Minimum | 52.6 |
| Maximum | 89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 52.6 |
|---|---|
| 5-th Percentile | 52.6 |
| Q1 | 65.5 |
| Median | 73 |
| Q3 | 76.3 |
| 95-th Percentile | 82.04 |
| Maximum | 89 |
| Range | 36.4 |
| IQR | 10.8 |
| Mean | 70.7152 |
|---|---|
| Standard Deviation | 8.4749 |
| Variance | 71.8243 |
| Sum | 170635.7 |
| Skewness | -0.59 |
| Kurtosis | -0.347 |
| Coefficient of Variation | 0.1198 |
numerical
| Approximate Distinct Count | 311 |
|---|---|
| Approximate Unique (%) | 12.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 37.7 KB |
| Mean | 150.9988 |
| Minimum | 1 |
| Maximum | 412 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 12 |
| Q1 | 72 |
| Median | 135 |
| Q3 | 215 |
| 95-th Percentile | 383 |
| Maximum | 412 |
| Range | 411 |
| IQR | 143 |
| Mean | 150.9988 |
|---|---|
| Standard Deviation | 106.2608 |
| Variance | 11291.347 |
| Sum | 364360 |
| Skewness | 0.7578 |
| Kurtosis | -0.02422 |
| Coefficient of Variation | 0.7037 |
numerical
| Approximate Distinct Count | 103 |
|---|---|
| Approximate Unique (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 37.7 KB |
| Mean | 10.3373 |
| Minimum | 0 |
| Maximum | 549 |
| Zeros | 843 |
| Zeros (%) | 34.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 2 |
| Q3 | 10 |
| 95-th Percentile | 53 |
| Maximum | 549 |
| Range | 549 |
| IQR | 10 |
| Mean | 10.3373 |
|---|---|
| Standard Deviation | 24.4006 |
| Variance | 595.3903 |
| Sum | 24944 |
| Skewness | 8.928 |
| Kurtosis | 143.5209 |
| Coefficient of Variation | 2.3604 |
numerical
| Approximate Distinct Count | 999 |
|---|---|
| Approximate Unique (%) | 41.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 37.7 KB |
| Mean | 4.9014 |
| Minimum | 0.01 |
| Maximum | 13.59 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.01 |
|---|---|
| 5-th Percentile | 0.01 |
| Q1 | 1.31 |
| Median | 4.5 |
| Q3 | 7.7 |
| 95-th Percentile | 12.05 |
| Maximum | 13.59 |
| Range | 13.58 |
| IQR | 6.39 |
| Mean | 4.9014 |
|---|---|
| Standard Deviation | 3.9091 |
| Variance | 15.2814 |
| Sum | 11826.975 |
| Skewness | 0.4628 |
| Kurtosis | -0.8828 |
| Coefficient of Variation | 0.7976 |
numerical
| Approximate Distinct Count | 587 |
|---|---|
| Approximate Unique (%) | 24.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 37.7 KB |
| Mean | 41.1139 |
| Minimum | 1.9 |
| Maximum | 87.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1.9 |
|---|---|
| 5-th Percentile | 5.4 |
| Q1 | 23.8 |
| Median | 47.1 |
| Q3 | 57.1 |
| 95-th Percentile | 65.3 |
| Maximum | 87.3 |
| Range | 85.4 |
| IQR | 33.3 |
| Mean | 41.1139 |
|---|---|
| Standard Deviation | 19.5403 |
| Variance | 381.8252 |
| Sum | 99207.9 |
| Skewness | -0.4764 |
| Kurtosis | -0.9977 |
| Coefficient of Variation | 0.4753 |
numerical
| Approximate Distinct Count | 1912 |
|---|---|
| Approximate Unique (%) | 79.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 37.7 KB |
| Mean | 4.1271 |
| Minimum | -2.2251 |
| Maximum | 9.8771 |
| Zeros | 502 |
| Zeros (%) | 20.8% |
| Negatives | 13 |
| Negatives (%) | 0.5% |
| Minimum | -2.2251 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1.7856 |
| Median | 4.5012 |
| Q3 | 6.2684 |
| 95-th Percentile | 8.5326 |
| Maximum | 9.8771 |
| Range | 12.1022 |
| IQR | 4.4828 |
| Mean | 4.1271 |
|---|---|
| Standard Deviation | 2.8131 |
| Variance | 7.9136 |
| Sum | 9958.5878 |
| Skewness | -0.1628 |
| Kurtosis | -1.075 |
| Coefficient of Variation | 0.6816 |
numerical
| Approximate Distinct Count | 18 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 37.7 KB |
| Mean | 90.6133 |
| Minimum | 81 |
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 81 |
|---|---|
| 5-th Percentile | 81 |
| Q1 | 85 |
| Median | 92 |
| Q3 | 96 |
| 95-th Percentile | 99 |
| Maximum | 99 |
| Range | 18 |
| IQR | 11 |
| Mean | 90.6133 |
|---|---|
| Standard Deviation | 6.3438 |
| Variance | 40.2439 |
| Sum | 218650 |
| Skewness | -0.3447 |
| Kurtosis | -1.2709 |
| Coefficient of Variation | 0.07001 |
numerical
| Approximate Distinct Count | 442 |
|---|---|
| Approximate Unique (%) | 18.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 37.7 KB |
| Mean | 88.9764 |
| Minimum | 0 |
| Maximum | 999 |
| Zeros | 983 |
| Zeros (%) | 40.7% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 4 |
| Q3 | 66 |
| 95-th Percentile | 565.8 |
| Maximum | 999 |
| Range | 999 |
| IQR | 66 |
| Mean | 88.9764 |
|---|---|
| Standard Deviation | 186.9376 |
| Variance | 34945.6698 |
| Sum | 214700 |
| Skewness | 2.7362 |
| Kurtosis | 7.2234 |
| Coefficient of Variation | 2.101 |
numerical
| Approximate Distinct Count | 133 |
|---|---|
| Approximate Unique (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 37.7 KB |
| Mean | 14.397 |
| Minimum | 0 |
| Maximum | 879 |
| Zeros | 780 |
| Zeros (%) | 32.3% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 2 |
| Q3 | 12 |
| 95-th Percentile | 80 |
| Maximum | 879 |
| Range | 879 |
| IQR | 12 |
| Mean | 14.397 |
|---|---|
| Standard Deviation | 35.4247 |
| Variance | 1254.9103 |
| Sum | 34740 |
| Skewness | 9.671 |
| Kurtosis | 176.6676 |
| Coefficient of Variation | 2.4606 |
numerical
| Approximate Distinct Count | 20 |
|---|---|
| Approximate Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 37.7 KB |
| Mean | 90.8966 |
| Minimum | 79 |
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 79 |
|---|---|
| 5-th Percentile | 79 |
| Q1 | 84 |
| Median | 94 |
| Q3 | 97 |
| 95-th Percentile | 99 |
| Maximum | 99 |
| Range | 20 |
| IQR | 13 |
| Mean | 90.8966 |
|---|---|
| Standard Deviation | 7.45 |
| Variance | 55.5027 |
| Sum | 219333.5 |
| Skewness | -0.5874 |
| Kurtosis | -1.222 |
| Coefficient of Variation | 0.08196 |
numerical
| Approximate Distinct Count | 753 |
|---|---|
| Approximate Unique (%) | 31.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 37.7 KB |
| Mean | 6.1313 |
| Minimum | 0.37 |
| Maximum | 11.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.37 |
|---|---|
| 5-th Percentile | 1.93 |
| Q1 | 4.59 |
| Median | 6.2 |
| Q3 | 7.5 |
| 95-th Percentile | 9.764 |
| Maximum | 11.7 |
| Range | 11.33 |
| IQR | 2.91 |
| Mean | 6.1313 |
|---|---|
| Standard Deviation | 2.324 |
| Variance | 5.401 |
| Sum | 14794.715 |
| Skewness | 0.07047 |
| Kurtosis | -0.1464 |
| Coefficient of Variation | 0.379 |
numerical
| Approximate Distinct Count | 34 |
|---|---|
| Approximate Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 37.7 KB |
| Mean | 88.7971 |
| Minimum | 65 |
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 65 |
|---|---|
| 5-th Percentile | 65 |
| Q1 | 84 |
| Median | 94 |
| Q3 | 97 |
| 95-th Percentile | 99 |
| Maximum | 99 |
| Range | 34 |
| IQR | 13 |
| Mean | 88.7971 |
|---|---|
| Standard Deviation | 11.1421 |
| Variance | 124.1465 |
| Sum | 214267.5 |
| Skewness | -1.1278 |
| Kurtosis | -0.08353 |
| Coefficient of Variation | 0.1255 |
categorical
| Approximate Distinct Count | 8 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 160.2 KB |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | 0.1 |
|---|---|
| 2nd row | 0.1 |
| 3rd row | 0.1 |
| 4th row | 0.1 |
| 5th row | 0.1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 4826 |
numerical
| Approximate Distinct Count | 2065 |
|---|---|
| Approximate Unique (%) | 85.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 37.7 KB |
| Mean | 7.6443 |
| Minimum | 1.735 |
| Maximum | 11.6883 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1.735 |
|---|---|
| 5-th Percentile | 4.5782 |
| Q1 | 6.6015 |
| Median | 7.7025 |
| Q3 | 8.6508 |
| 95-th Percentile | 10.6363 |
| Maximum | 11.6883 |
| Range | 9.9534 |
| IQR | 2.0492 |
| Mean | 7.6443 |
|---|---|
| Standard Deviation | 1.7177 |
| Variance | 2.9506 |
| Sum | 18445.6375 |
| Skewness | -0.2205 |
| Kurtosis | 0.06318 |
| Coefficient of Variation | 0.2247 |
numerical
| Approximate Distinct Count | 1856 |
|---|---|
| Approximate Unique (%) | 76.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 37.7 KB |
| Mean | 13.7345 |
| Minimum | 3.5264 |
| Maximum | 19.1072 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 3.5264 |
|---|---|
| 5-th Percentile | 9.5291 |
| Q1 | 12.6977 |
| Median | 14.0988 |
| Q3 | 15.0729 |
| 95-th Percentile | 17.0931 |
| Maximum | 19.1072 |
| Range | 15.5809 |
| IQR | 2.3752 |
| Mean | 13.7345 |
|---|---|
| Standard Deviation | 2.2734 |
| Variance | 5.1686 |
| Sum | 33141.3446 |
| Skewness | -0.8733 |
| Kurtosis | 1.518 |
| Coefficient of Variation | 0.1655 |
numerical
| Approximate Distinct Count | 110 |
|---|---|
| Approximate Unique (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 37.7 KB |
| Mean | 4.029 |
| Minimum | 0.1 |
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.1 |
|---|---|
| 5-th Percentile | 0.5 |
| Q1 | 1.5 |
| Median | 3 |
| Q3 | 6.4 |
| 95-th Percentile | 11.24 |
| Maximum | 12 |
| Range | 11.9 |
| IQR | 4.9 |
| Mean | 4.029 |
|---|---|
| Standard Deviation | 3.1979 |
| Variance | 10.2268 |
| Sum | 9722 |
| Skewness | 0.893 |
| Kurtosis | -0.1608 |
| Coefficient of Variation | 0.7937 |
numerical
| Approximate Distinct Count | 111 |
|---|---|
| Approximate Unique (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 37.7 KB |
| Mean | 4.0271 |
| Minimum | 0.1 |
| Maximum | 12.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.1 |
|---|---|
| 5-th Percentile | 0.4 |
| Q1 | 1.4 |
| Median | 3.1 |
| Q3 | 6.3 |
| 95-th Percentile | 11.3 |
| Maximum | 12.1 |
| Range | 12 |
| IQR | 4.9 |
| Mean | 4.0271 |
|---|---|
| Standard Deviation | 3.2249 |
| Variance | 10.3998 |
| Sum | 9717.4 |
| Skewness | 0.8972 |
| Kurtosis | -0.1193 |
| Coefficient of Variation | 0.8008 |
numerical
| Approximate Distinct Count | 590 |
|---|---|
| Approximate Unique (%) | 24.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 37.7 KB |
| Mean | 0.6613 |
| Minimum | 0.286 |
| Maximum | 0.948 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.286 |
|---|---|
| 5-th Percentile | 0.286 |
| Q1 | 0.554 |
| Median | 0.7 |
| Q3 | 0.787 |
| 95-th Percentile | 0.894 |
| Maximum | 0.948 |
| Range | 0.662 |
| IQR | 0.233 |
| Mean | 0.6613 |
|---|---|
| Standard Deviation | 0.1704 |
| Variance | 0.02903 |
| Sum | 1595.652 |
| Skewness | -0.6121 |
| Kurtosis | -0.4737 |
| Coefficient of Variation | 0.2577 |
numerical
| Approximate Distinct Count | 137 |
|---|---|
| Approximate Unique (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 37.7 KB |
| Mean | 12.477 |
| Minimum | 5.3 |
| Maximum | 19.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 5.3 |
|---|---|
| 5-th Percentile | 6.8 |
| Q1 | 10.7 |
| Median | 12.7 |
| Q3 | 14.4 |
| 95-th Percentile | 16.94 |
| Maximum | 19.1 |
| Range | 13.8 |
| IQR | 3.7 |
| Mean | 12.477 |
|---|---|
| Standard Deviation | 2.9358 |
| Variance | 8.6189 |
| Sum | 30107 |
| Skewness | -0.346 |
| Kurtosis | 0.06091 |
| Coefficient of Variation | 0.2353 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 155.5 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 2413 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 155.5 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 2413 |